News

Jul 15, 2025 Our papers “AxCore: A Quantization-Aware Approximate GEMM Unit for LLM Inference” and X-SET: An Efficient Graph Pattern Matching Accelerator With Order-Aware Parallel Intersection Units” have been accepted to MICRO 2025. :tada: Congratulations to Jiaxiang, Yonghao, Chenxi and Xingyu for the great work! :clap:
Jul 01, 2025 Our paper “OA-LAMA: An Outlier-Adaptive LLM Inference Accelerator with Memory-Aligned Mixed-Precision Group Quantization” has been accepted to ICCAD 2025. :tada: Congratulations to Huangxu for the great work! :clap:
May 26, 2025 The paper “Rethinking Dynamic Networks and Heterogeneous Computing with Automatic Parallelization” has been accepted to APNet 2025. :clap:
May 08, 2025 Our paper “Graphitron: A Domain Specific Language for FPGA-Based Graph Processing Accelerator Generation” has been accepted to LCTES 2025. :tada:
Feb 26, 2025 The paper “April: Accuracy-Improved Floating-Point Approximation For Neural Network Accelerators” has been accepted to DAC 2025. :clap:
Jan 31, 2025 The paper “Clementi: Efficient Load Balancing and Communication Overlap for Multi-FPGA Graph Processing” has been accepted to SIGMOD 2025. :clap:
Aug 22, 2024 Welcome Jiashu Zhang, Chenyu Zhang, Chenxi Xu, and Xingyu Chen to join CLab! :sparkles::clap:
Jan 22, 2024 Welcome Yonghao Chen to join CLab! :sparkles::clap:
Jan 11, 2024 Joined HKUST(GZ) as an assistant professor. :sparkles: